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This paper presents a Mining Biomedical Knowledge method Using Chi-Square Association Rule ABC, it significantly reduces irrelevant connections. The experiment result shows that compared to chi-square, and mutual info ABC approach, Chi-Square Association Rule ABC method generates much fewer rules and a lot of computation time is saved.